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Data wrangling with Python /
| Main Authors: | , |
|---|---|
| Format: | Printed Book |
| Language: | English |
| Edition: | First edition. |
| Subjects: |
Table of Contents:
- Introduction to Python
- Python basics
- Data meant to be read by machines
- Working with Excel files
- PDFs and problem solving in Python
- Acquiring and storing data
- Data cleanup: investigation, matching, and formatting
- Data cleanup: standardizing and scripting
- Data exploration and analysis
- Presenting your data
- Web scraping: acquiring and storing data from the web
- Advanced web scraping: screen scrapers and spiders
- APIs
- Automation and scaling
- Conclusion.